{"id":"W4361250450","doi":"10.33137/ic.v10i.40714","title":"Preface","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001512738,0.0001133044,0.0001021629,0.0003070135,0.00009255099,0.00004881208,0.0002342262,0.00005160641,0.0009728934],"category_scores_gemma":[0.00009178375,0.0001285491,0.00004853091,0.001243545,0.00005155701,0.0001205477,0.00002335145,0.00007943691,0.1216451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407332,"about_ca_system_score_gemma":0.0002465771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04024881,"about_ca_topic_score_gemma":0.2446845,"domain_scores_codex":[0.998834,0.00002459319,0.0001149438,0.0002410939,0.0002049321,0.0005804037],"domain_scores_gemma":[0.9990254,0.00002248679,0.00002694317,0.0003900359,0.00003049389,0.0005046414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001836968,0.000003027681,0.002088427,0.000005997515,0.00002058536,0.0002458585,0.0002392818,0.00006945327,0.0005980964,0.002700729,0.9918022,0.002224483],"study_design_scores_gemma":[0.0001594736,0.00001368997,0.04521526,0.00001066508,0.000009215304,0.000009278913,0.0001456173,0.000492385,0.0003017087,0.0006274748,0.9527949,0.0002203483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342704,0.0001773236,0.000003069388,0.004171641,0.0007958805,0.0003744656,0.001270961,0.001571491,0.2573647],"genre_scores_gemma":[0.9502494,0.000001326632,0.00005391947,0.0003950565,0.0001188421,0.00002051247,0.00008203721,0.00009536927,0.04898348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215979,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601976435832688,"score_gpt":0.2621766931645194,"score_spread":0.2361569288061925,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}